Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 257908 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 137.6 MiB |
| Average record size in memory | 559.4 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 11 |
| Unsupported | 1 |
| DateTime | 1 |
NOMBRE MATERIA has a high cardinality: 1108 distinct values | High cardinality |
df_index is highly correlated with EXPEDIENTE and 4 other fields | High correlation |
EXPEDIENTE is highly correlated with df_index and 3 other fields | High correlation |
INICIO is highly correlated with df_index and 3 other fields | High correlation |
ULTIMO CICLO is highly correlated with df_index and 3 other fields | High correlation |
HORAS TEORIA is highly correlated with HORAS LABORATORIO | High correlation |
HORAS LABORATORIO is highly correlated with HORAS TEORIA | High correlation |
NUMERO INSCRIPCIONES is highly correlated with NUMERO REP | High correlation |
NUMERO REP is highly correlated with NUMERO INSCRIPCIONES | High correlation |
CICLO MATERIA is highly correlated with df_index and 3 other fields | High correlation |
CLAVE MAESTRO is highly correlated with CLAVE MAESTRO2 | High correlation |
CLAVE MAESTRO2 is highly correlated with CLAVE MAESTRO | High correlation |
TIPO MOVIMIENTO is highly correlated with df_index | High correlation |
df_index is highly correlated with CICLO MATERIA | High correlation |
EXPEDIENTE is highly correlated with INICIO | High correlation |
AVANCE is highly correlated with KARDEX | High correlation |
KARDEX is highly correlated with AVANCE and 1 other fields | High correlation |
INICIO is highly correlated with EXPEDIENTE | High correlation |
ULTIMO CICLO is highly correlated with KARDEX | High correlation |
HORAS TEORIA is highly correlated with HORAS LABORATORIO | High correlation |
HORAS LABORATORIO is highly correlated with HORAS TEORIA | High correlation |
NUMERO INSCRIPCIONES is highly correlated with NUMERO REP | High correlation |
NUMERO REP is highly correlated with NUMERO INSCRIPCIONES | High correlation |
CICLO MATERIA is highly correlated with df_index | High correlation |
CLAVE MAESTRO is highly correlated with CLAVE MAESTRO2 | High correlation |
CLAVE MAESTRO2 is highly correlated with CLAVE MAESTRO | High correlation |
df_index is highly correlated with EXPEDIENTE and 2 other fields | High correlation |
EXPEDIENTE is highly correlated with df_index and 3 other fields | High correlation |
INICIO is highly correlated with df_index and 3 other fields | High correlation |
ULTIMO CICLO is highly correlated with EXPEDIENTE and 2 other fields | High correlation |
HORAS TEORIA is highly correlated with HORAS LABORATORIO | High correlation |
HORAS LABORATORIO is highly correlated with HORAS TEORIA | High correlation |
CICLO MATERIA is highly correlated with df_index and 3 other fields | High correlation |
CLAVE MAESTRO is highly correlated with CLAVE MAESTRO2 | High correlation |
CLAVE MAESTRO2 is highly correlated with CLAVE MAESTRO | High correlation |
ESTATUS MATERIA is highly correlated with NUMERO REP and 1 other fields | High correlation |
NUMERO REP is highly correlated with ESTATUS MATERIA | High correlation |
NUMERO BAJAS is highly correlated with ESTATUS MATERIA | High correlation |
PROGRAMA is highly correlated with NOMBRE DEPARTAMENTO and 2 other fields | High correlation |
TIPO is highly correlated with ESTATUS | High correlation |
NOMBRE DEPARTAMENTO is highly correlated with PROGRAMA and 2 other fields | High correlation |
CREDITOS PASANTE is highly correlated with PROGRAMA and 2 other fields | High correlation |
DIVISION is highly correlated with PROGRAMA and 2 other fields | High correlation |
ESTATUS is highly correlated with TIPO | High correlation |
df_index is highly correlated with CREDITOS PASANTE and 5 other fields | High correlation |
DIVISION is highly correlated with NOMBRE DEPARTAMENTO and 3 other fields | High correlation |
NOMBRE DEPARTAMENTO is highly correlated with DIVISION and 3 other fields | High correlation |
EXPEDIENTE is highly correlated with INICIO | High correlation |
PROGRAMA is highly correlated with DIVISION and 3 other fields | High correlation |
PLAN is highly correlated with CREDITOS PASANTE and 2 other fields | High correlation |
CREDITOS PASANTE is highly correlated with df_index and 9 other fields | High correlation |
ESTATUS is highly correlated with df_index and 6 other fields | High correlation |
TIPO is highly correlated with ESTATUS and 3 other fields | High correlation |
AVANCE is highly correlated with df_index and 7 other fields | High correlation |
KARDEX is highly correlated with ESTATUS and 5 other fields | High correlation |
PERIODO is highly correlated with CREDITOS PASANTE and 4 other fields | High correlation |
INICIO is highly correlated with df_index and 1 other fields | High correlation |
ULTIMO CICLO is highly correlated with AVANCE and 1 other fields | High correlation |
MATERIA is highly correlated with DIVISION and 6 other fields | High correlation |
HORAS TEORIA is highly correlated with MATERIA and 1 other fields | High correlation |
HORAS LABORATORIO is highly correlated with MATERIA and 1 other fields | High correlation |
ESTATUS MATERIA is highly correlated with CALIFICACION ORDINARIO and 4 other fields | High correlation |
CALIFICACION ORDINARIO is highly correlated with KARDEX and 3 other fields | High correlation |
NUMERO INSCRIPCIONES is highly correlated with ESTATUS MATERIA and 1 other fields | High correlation |
NUMERO REP is highly correlated with ESTATUS MATERIA and 2 other fields | High correlation |
NUMERO BAJAS is highly correlated with ESTATUS MATERIA | High correlation |
CICLO MATERIA is highly correlated with df_index and 2 other fields | High correlation |
CLAVE MAESTRO is highly correlated with CLAVE MAESTRO2 | High correlation |
CLAVE MAESTRO2 is highly correlated with CLAVE MAESTRO | High correlation |
TIPO MOVIMIENTO is highly correlated with df_index and 2 other fields | High correlation |
GRUPO is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
AVANCE has 4036 (1.6%) zeros | Zeros |
KARDEX has 3870 (1.5%) zeros | Zeros |
PERIODO has 82563 (32.0%) zeros | Zeros |
ULTIMO CICLO has 4628 (1.8%) zeros | Zeros |
HORAS TEORIA has 49422 (19.2%) zeros | Zeros |
HORAS LABORATORIO has 64815 (25.1%) zeros | Zeros |
CALIFICACION ORDINARIO has 45729 (17.7%) zeros | Zeros |
CALIFICACION EXTRAORDINARIO has 251653 (97.6%) zeros | Zeros |
NUMERO INSCRIPCIONES has 28204 (10.9%) zeros | Zeros |
CLAVE MAESTRO has 47427 (18.4%) zeros | Zeros |
CLAVE MAESTRO2 has 31249 (12.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-13 04:30:29.417840 |
|---|---|
| Analysis finished | 2021-12-13 04:32:18.107925 |
| Duration | 1 minute and 48.69 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 218423 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95519.08232 |
| Minimum | 0 |
|---|---|
| Maximum | 218422 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6452 |
| Q1 | 32270 |
| median | 89468.5 |
| Q3 | 153945.25 |
| 95-th percentile | 205526.65 |
| Maximum | 218422 |
| Range | 218422 |
| Interquartile range (IQR) | 121675.25 |
Descriptive statistics
| Standard deviation | 66513.84897 |
|---|---|
| Coefficient of variation (CV) | 0.6963409546 |
| Kurtosis | -1.281073949 |
| Mean | 95519.08232 |
| Median Absolute Deviation (MAD) | 59628.5 |
| Skewness | 0.235896633 |
| Sum | 2.463513548 × 1010 |
| Variance | 4424092104 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30700 | 2 | < 0.1% |
| 37419 | 2 | < 0.1% |
| 25141 | 2 | < 0.1% |
| 27188 | 2 | < 0.1% |
| 21043 | 2 | < 0.1% |
| 23090 | 2 | < 0.1% |
| 16945 | 2 | < 0.1% |
| 18992 | 2 | < 0.1% |
| 36416 | 2 | < 0.1% |
| 39466 | 2 | < 0.1% |
| Other values (218413) | 257888 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 218422 | 1 | |
| 218421 | 1 | |
| 218420 | 1 | |
| 218419 | 1 | |
| 218418 | 1 | |
| 218417 | 1 | |
| 218416 | 1 | |
| 218415 | 1 | |
| 218414 | 1 | |
| 218413 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.4 KiB |
| DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | |
|---|---|
| DIVISIÓN DE CIENCIAS BIOLÓGICAS Y DE LA SALUD |
Length
| Max length | 49 |
|---|---|
| Median length | 49 |
| Mean length | 47.45890783 |
| Min length | 45 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS |
|---|---|
| 2nd row | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS |
| 3rd row | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS |
| 4th row | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS |
| 5th row | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS |
Common Values
| Value | Count | Frequency (%) |
| DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | 158543 | |
| DIVISIÓN DE CIENCIAS BIOLÓGICAS Y DE LA SALUD | 99365 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| de | 357273 | |
| y | 257908 | |
| ciencias | 257908 | |
| división | 257908 | |
| administrativas | 158543 | |
| económicas | 158543 | |
| salud | 99365 | 5.7% |
| la | 99365 | 5.7% |
| biológicas | 99365 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.3 KiB |
| DEPARTAMENTO DE ADMINISTRACIÓN | |
|---|---|
| DEPARTAMENTO DE ENFERMERÍA |
Length
| Max length | 30 |
|---|---|
| Median length | 30 |
| Mean length | 28.45890783 |
| Min length | 26 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DEPARTAMENTO DE ADMINISTRACIÓN |
|---|---|
| 2nd row | DEPARTAMENTO DE ADMINISTRACIÓN |
| 3rd row | DEPARTAMENTO DE ADMINISTRACIÓN |
| 4th row | DEPARTAMENTO DE ADMINISTRACIÓN |
| 5th row | DEPARTAMENTO DE ADMINISTRACIÓN |
Common Values
| Value | Count | Frequency (%) |
| DEPARTAMENTO DE ADMINISTRACIÓN | 158543 | |
| DEPARTAMENTO DE ENFERMERÍA | 99365 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| de | 257908 | |
| departamento | 257908 | |
| administración | 158543 | |
| enfermería | 99365 | 12.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7362 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211256301 |
| Minimum | 7921124 |
|---|---|
| Maximum | 221230231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 7921124 |
|---|---|
| 5-th percentile | 205202006 |
| Q1 | 210150038 |
| median | 212218543 |
| Q3 | 216211395 |
| 95-th percentile | 220202517 |
| Maximum | 221230231 |
| Range | 213309107 |
| Interquartile range (IQR) | 6061357 |
Descriptive statistics
| Standard deviation | 18705347.33 |
|---|---|
| Coefficient of variation (CV) | 0.08854338185 |
| Kurtosis | 106.0538233 |
| Mean | 211256301 |
| Median Absolute Deviation (MAD) | 3014925 |
| Skewness | -10.09647688 |
| Sum | 5.448469009 × 1013 |
| Variance | 3.498900188 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 211211008 | 176 | 0.1% |
| 211200893 | 154 | 0.1% |
| 210200432 | 146 | 0.1% |
| 210202525 | 135 | 0.1% |
| 213201067 | 133 | 0.1% |
| 212218543 | 131 | 0.1% |
| 210215344 | 129 | 0.1% |
| 210210882 | 128 | < 0.1% |
| 211209909 | 128 | < 0.1% |
| 214215821 | 122 | < 0.1% |
| Other values (7352) | 256526 |
| Value | Count | Frequency (%) |
| 7921124 | 21 | < 0.1% |
| 8020540 | 1 | < 0.1% |
| 8211238 | 2 | < 0.1% |
| 8510070 | 25 | < 0.1% |
| 8610094 | 60 | |
| 8610418 | 19 | < 0.1% |
| 8622638 | 12 | < 0.1% |
| 8625595 | 1 | < 0.1% |
| 8710525 | 5 | < 0.1% |
| 8720388 | 66 |
| Value | Count | Frequency (%) |
| 221230231 | 5 | < 0.1% |
| 221230215 | 2 | < 0.1% |
| 221230189 | 1 | < 0.1% |
| 221230187 | 1 | < 0.1% |
| 221230180 | 2 | < 0.1% |
| 221230178 | 2 | < 0.1% |
| 221230046 | 1 | < 0.1% |
| 221230030 | 46 | |
| 221230025 | 43 | |
| 221230021 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.3 KiB |
| LICENCIATURA EN ADMINISTRACIÓN | |
|---|---|
| LICENCIATURA EN ENFERMERÍA |
Length
| Max length | 30 |
|---|---|
| Median length | 30 |
| Mean length | 28.45890783 |
| Min length | 26 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LICENCIATURA EN ADMINISTRACIÓN |
|---|---|
| 2nd row | LICENCIATURA EN ADMINISTRACIÓN |
| 3rd row | LICENCIATURA EN ADMINISTRACIÓN |
| 4th row | LICENCIATURA EN ADMINISTRACIÓN |
| 5th row | LICENCIATURA EN ADMINISTRACIÓN |
Common Values
| Value | Count | Frequency (%) |
| LICENCIATURA EN ADMINISTRACIÓN | 158543 | |
| LICENCIATURA EN ENFERMERÍA | 99365 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| en | 257908 | |
| licenciatura | 257908 | |
| administración | 158543 | |
| enfermería | 99365 | 12.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2051.91984 |
| Minimum | 842 |
|---|---|
| Maximum | 2172 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 842 |
|---|---|
| 5-th percentile | 2042 |
| Q1 | 2042 |
| median | 2042 |
| Q3 | 2052 |
| 95-th percentile | 2172 |
| Maximum | 2172 |
| Range | 1330 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 110.0709424 |
|---|---|
| Coefficient of variation (CV) | 0.05364290567 |
| Kurtosis | 77.38760809 |
| Mean | 2051.91984 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.042025333 |
| Sum | 529206542 |
| Variance | 12115.61236 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2042 | 156509 | |
| 2052 | 65812 | |
| 2172 | 33299 | 12.9% |
| 992 | 1895 | 0.7% |
| 971 | 254 | 0.1% |
| 842 | 139 | 0.1% |
| Value | Count | Frequency (%) |
| 842 | 139 | 0.1% |
| 971 | 254 | 0.1% |
| 992 | 1895 | 0.7% |
| 2042 | 156509 | |
| 2052 | 65812 | |
| 2172 | 33299 | 12.9% |
| Value | Count | Frequency (%) |
| 2172 | 33299 | 12.9% |
| 2052 | 65812 | |
| 2042 | 156509 | |
| 992 | 1895 | 0.7% |
| 971 | 254 | 0.1% |
| 842 | 139 | 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.8 MiB |
| 373 | |
|---|---|
| 396 | |
| 398 | |
| 405 | 1895 |
| 447 | 139 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 373 |
|---|---|
| 2nd row | 373 |
| 3rd row | 373 |
| 4th row | 373 |
| 5th row | 373 |
Common Values
| Value | Count | Frequency (%) |
| 373 | 156509 | |
| 396 | 65812 | |
| 398 | 33553 | 13.0% |
| 405 | 1895 | 0.7% |
| 447 | 139 | 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 373 | 156509 | |
| 396 | 65812 | |
| 398 | 33553 | 13.0% |
| 405 | 1895 | 0.7% |
| 447 | 139 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| E | |
|---|---|
| A | |
| I | |
| I40 | |
| B74 | 12496 |
| Other values (5) | 4332 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.285574701 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I40 |
|---|---|
| 2nd row | I40 |
| 3rd row | I40 |
| 4th row | I40 |
| 5th row | I40 |
Common Values
| Value | Count | Frequency (%) |
| E | 124968 | |
| A | 71435 | |
| I | 24057 | 9.3% |
| I40 | 20620 | 8.0% |
| B74 | 12496 | 4.8% |
| B6A | 2389 | 0.9% |
| B38 | 1224 | 0.5% |
| S | 622 | 0.2% |
| B29 | 62 | < 0.1% |
| B6B | 35 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| e | 124968 | |
| a | 71435 | |
| i | 24057 | 9.3% |
| i40 | 20620 | 8.0% |
| b74 | 12496 | 4.8% |
| b6a | 2389 | 0.9% |
| b38 | 1224 | 0.5% |
| s | 622 | 0.2% |
| b29 | 62 | < 0.1% |
| b6b | 35 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| R | |
|---|---|
| I |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | R |
|---|---|
| 2nd row | R |
| 3rd row | R |
| 4th row | R |
| 5th row | R |
Common Values
| Value | Count | Frequency (%) |
| R | 184364 | |
| I | 73544 | 28.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| r | 184364 | |
| i | 73544 | 28.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 410 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286.5203367 |
| Minimum | 0 |
|---|---|
| Maximum | 447 |
| Zeros | 4036 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 190 |
| median | 366 |
| Q3 | 390 |
| 95-th percentile | 396 |
| Maximum | 447 |
| Range | 447 |
| Interquartile range (IQR) | 200 |
Descriptive statistics
| Standard deviation | 123.9115158 |
|---|---|
| Coefficient of variation (CV) | 0.4324702294 |
| Kurtosis | -0.6384290464 |
| Mean | 286.5203367 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | -0.8785767104 |
| Sum | 73895887 |
| Variance | 15354.06374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 373 | 56740 | |
| 396 | 54815 | |
| 398 | 4576 | 1.8% |
| 0 | 4036 | 1.6% |
| 378 | 2975 | 1.2% |
| 283 | 1806 | 0.7% |
| 96 | 1716 | 0.7% |
| 187 | 1615 | 0.6% |
| 363 | 1605 | 0.6% |
| 94 | 1454 | 0.6% |
| Other values (400) | 126570 |
| Value | Count | Frequency (%) |
| 0 | 4036 | |
| 1 | 45 | < 0.1% |
| 2 | 289 | 0.1% |
| 3 | 321 | 0.1% |
| 5 | 36 | < 0.1% |
| 6 | 612 | 0.2% |
| 7 | 61 | < 0.1% |
| 8 | 112 | < 0.1% |
| 9 | 329 | 0.1% |
| 10 | 336 | 0.1% |
| Value | Count | Frequency (%) |
| 447 | 64 | < 0.1% |
| 430 | 1 | < 0.1% |
| 427 | 2 | < 0.1% |
| 416 | 106 | < 0.1% |
| 415 | 55 | < 0.1% |
| 414 | 52 | < 0.1% |
| 408 | 190 | 0.1% |
| 407 | 50 | < 0.1% |
| 406 | 833 | |
| 405 | 1137 |
| Distinct | 4617 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.69362964 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3870 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 60.28 |
| Q1 | 77.419 |
| median | 83.448 |
| Q3 | 88.818 |
| 95-th percentile | 93.955 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11.399 |
Descriptive statistics
| Standard deviation | 14.14541812 |
|---|---|
| Coefficient of variation (CV) | 0.1752978294 |
| Kurtosis | 14.9789562 |
| Mean | 80.69362964 |
| Median Absolute Deviation (MAD) | 5.612 |
| Skewness | -3.291546536 |
| Sum | 20811532.63 |
| Variance | 200.0928539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3870 | 1.5% |
| 91 | 568 | 0.2% |
| 81 | 519 | 0.2% |
| 85.091 | 479 | 0.2% |
| 88 | 439 | 0.2% |
| 78 | 435 | 0.2% |
| 81.818 | 413 | 0.2% |
| 83.018 | 407 | 0.2% |
| 85 | 390 | 0.2% |
| 79 | 380 | 0.1% |
| Other values (4607) | 250008 |
| Value | Count | Frequency (%) |
| 0 | 3870 | |
| 2.143 | 11 | < 0.1% |
| 5 | 12 | < 0.1% |
| 5.833 | 6 | < 0.1% |
| 8.333 | 24 | < 0.1% |
| 8.6 | 9 | < 0.1% |
| 10 | 25 | < 0.1% |
| 10.833 | 6 | < 0.1% |
| 11 | 23 | < 0.1% |
| 13.833 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 45 | |
| 99.962 | 60 | |
| 99.75 | 29 | |
| 99.737 | 45 | |
| 99.5 | 4 | < 0.1% |
| 99.473 | 16 | < 0.1% |
| 99.226 | 58 | |
| 99.154 | 20 | < 0.1% |
| 99.053 | 45 | |
| 99 | 36 |
| Distinct | 967 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.47300078 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 82563 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 73.667 |
| Q3 | 91.8 |
| 95-th percentile | 98.333 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 91.8 |
Descriptive statistics
| Standard deviation | 41.21387771 |
|---|---|
| Coefficient of variation (CV) | 0.7707418157 |
| Kurtosis | -1.677872297 |
| Mean | 53.47300078 |
| Median Absolute Deviation (MAD) | 23.583 |
| Skewness | -0.3352328207 |
| Sum | 13791114.69 |
| Variance | 1698.583716 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 82563 | |
| 100 | 6961 | 2.7% |
| 95 | 4835 | 1.9% |
| 90 | 4091 | 1.6% |
| 50 | 4079 | 1.6% |
| 85 | 2537 | 1.0% |
| 80 | 2233 | 0.9% |
| 92 | 1903 | 0.7% |
| 92.5 | 1827 | 0.7% |
| 97.5 | 1764 | 0.7% |
| Other values (957) | 145115 |
| Value | Count | Frequency (%) |
| 0 | 82563 | |
| 1 | 66 | < 0.1% |
| 2 | 59 | < 0.1% |
| 2.5 | 104 | < 0.1% |
| 2.8 | 13 | < 0.1% |
| 3 | 11 | < 0.1% |
| 3.25 | 36 | < 0.1% |
| 3.333 | 12 | < 0.1% |
| 3.5 | 22 | < 0.1% |
| 3.667 | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 6961 | |
| 99.833 | 115 | < 0.1% |
| 99.714 | 32 | < 0.1% |
| 99.667 | 139 | 0.1% |
| 99.6 | 172 | 0.1% |
| 99.571 | 89 | < 0.1% |
| 99.5 | 163 | 0.1% |
| 99.429 | 68 | < 0.1% |
| 99.333 | 139 | 0.1% |
| 99.286 | 261 | 0.1% |
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2127.370082 |
| Minimum | 792 |
|---|---|
| Maximum | 2212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 792 |
|---|---|
| 5-th percentile | 2062 |
| Q1 | 2102 |
| median | 2132 |
| Q3 | 2172 |
| 95-th percentile | 2202 |
| Maximum | 2212 |
| Range | 1420 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 87.36810782 |
|---|---|
| Coefficient of variation (CV) | 0.04106859854 |
| Kurtosis | 132.3536017 |
| Mean | 2127.370082 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | -10.04025996 |
| Sum | 548665763 |
| Variance | 7633.186264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2112 | 25173 | 9.8% |
| 2102 | 24054 | 9.3% |
| 2162 | 17648 | 6.8% |
| 2092 | 17511 | 6.8% |
| 2152 | 17174 | 6.7% |
| 2142 | 16934 | 6.6% |
| 2182 | 16648 | 6.5% |
| 2172 | 16258 | 6.3% |
| 2132 | 15898 | 6.2% |
| 2192 | 15603 | 6.0% |
| Other values (53) | 75007 |
| Value | Count | Frequency (%) |
| 792 | 21 | < 0.1% |
| 821 | 2 | < 0.1% |
| 862 | 13 | < 0.1% |
| 871 | 5 | < 0.1% |
| 872 | 27 | < 0.1% |
| 882 | 1 | < 0.1% |
| 902 | 1 | < 0.1% |
| 911 | 17 | < 0.1% |
| 922 | 74 | |
| 931 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2212 | 4845 | 1.9% |
| 2211 | 72 | < 0.1% |
| 2202 | 12100 | |
| 2201 | 129 | 0.1% |
| 2192 | 15603 | |
| 2191 | 77 | < 0.1% |
| 2182 | 16648 | |
| 2181 | 51 | < 0.1% |
| 2172 | 16258 | |
| 2162 | 17648 |
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2138.87278 |
| Minimum | 0 |
|---|---|
| Maximum | 2212 |
| Zeros | 4628 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2111 |
| Q1 | 2151 |
| median | 2182 |
| Q3 | 2211 |
| 95-th percentile | 2212 |
| Maximum | 2212 |
| Range | 2212 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 291.6023209 |
|---|---|
| Coefficient of variation (CV) | 0.1363345794 |
| Kurtosis | 49.00347988 |
| Mean | 2138.87278 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | -7.089689394 |
| Sum | 551632401 |
| Variance | 85031.91355 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 2211 | 65864 | |
| 2202 | 20264 | 7.9% |
| 2212 | 18922 | 7.3% |
| 2162 | 11021 | 4.3% |
| 2192 | 10890 | 4.2% |
| 2182 | 10795 | 4.2% |
| 2172 | 10285 | 4.0% |
| 2161 | 9096 | 3.5% |
| 2131 | 8799 | 3.4% |
| 2141 | 8627 | 3.3% |
| Other values (31) | 83345 |
| Value | Count | Frequency (%) |
| 0 | 4628 | |
| 911 | 5 | < 0.1% |
| 961 | 4 | < 0.1% |
| 971 | 27 | < 0.1% |
| 982 | 24 | < 0.1% |
| 2012 | 10 | < 0.1% |
| 2032 | 1 | < 0.1% |
| 2041 | 15 | < 0.1% |
| 2042 | 27 | < 0.1% |
| 2051 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 2212 | 18922 | 7.3% |
| 2211 | 65864 | |
| 2202 | 20264 | 7.9% |
| 2201 | 4468 | 1.7% |
| 2192 | 10890 | 4.2% |
| 2191 | 7123 | 2.8% |
| 2182 | 10795 | 4.2% |
| 2181 | 8079 | 3.1% |
| 2172 | 10285 | 4.0% |
| 2171 | 6337 | 2.5% |
| Distinct | 1258 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6724.257398 |
| Minimum | 6 |
|---|---|
| Maximum | 9939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 121 |
| Q1 | 6981 |
| median | 7440 |
| Q3 | 8930 |
| 95-th percentile | 9232 |
| Maximum | 9939 |
| Range | 9933 |
| Interquartile range (IQR) | 1949 |
Descriptive statistics
| Standard deviation | 2874.393289 |
|---|---|
| Coefficient of variation (CV) | 0.427466279 |
| Kurtosis | 0.7514554508 |
| Mean | 6724.257398 |
| Median Absolute Deviation (MAD) | 1257 |
| Skewness | -1.401723609 |
| Sum | 1734239777 |
| Variance | 8262136.778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 123 | 6469 | 2.5% |
| 124 | 6029 | 2.3% |
| 120 | 5962 | 2.3% |
| 121 | 5784 | 2.2% |
| 119 | 4492 | 1.7% |
| 6981 | 4303 | 1.7% |
| 6980 | 4213 | 1.6% |
| 6985 | 3803 | 1.5% |
| 6999 | 3718 | 1.4% |
| 6984 | 3710 | 1.4% |
| Other values (1248) | 209425 |
| Value | Count | Frequency (%) |
| 6 | 4 | < 0.1% |
| 13 | 5 | < 0.1% |
| 81 | 14 | < 0.1% |
| 119 | 4492 | |
| 120 | 5962 | |
| 121 | 5784 | |
| 123 | 6469 | |
| 124 | 6029 | |
| 127 | 2 | < 0.1% |
| 128 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9939 | 2 | < 0.1% |
| 9937 | 2 | < 0.1% |
| 9936 | 2 | < 0.1% |
| 9935 | 4 | < 0.1% |
| 9934 | 4 | < 0.1% |
| 9933 | 2 | < 0.1% |
| 9932 | 7 | |
| 9931 | 2 | < 0.1% |
| 9930 | 12 | |
| 9926 | 4 | < 0.1% |
| Distinct | 1108 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.3 MiB |
| NUEVAS TECNOLOGÍAS DE LA INFORMACIÓN Y LA COMUNICACIÓN | 6469 |
|---|---|
| ÉTICA Y DESARROLLO PROFESIONAL | 6029 |
| ESTRATEGIAS PARA APRENDER A APRENDER | 5962 |
| CARACTERÍSTICAS DE LA SOCIEDAD ACTUAL | 5784 |
| ACTIVIDADES CULTURALES Y DEPORTIVAS | 4492 |
| Other values (1103) |
Length
| Max length | 86 |
|---|---|
| Median length | 23 |
| Mean length | 25.2170619 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | METODOLOGÍA DE LA INVESTIGACIÓN |
|---|---|
| 2nd row | PRINCIPIOS DE DERECHO |
| 3rd row | CONTABILIDAD I |
| 4th row | ADMINISTRACIÓN I |
| 5th row | MATEMÁTICAS I |
Common Values
| Value | Count | Frequency (%) |
| NUEVAS TECNOLOGÍAS DE LA INFORMACIÓN Y LA COMUNICACIÓN | 6469 | 2.5% |
| ÉTICA Y DESARROLLO PROFESIONAL | 6029 | 2.3% |
| ESTRATEGIAS PARA APRENDER A APRENDER | 5962 | 2.3% |
| CARACTERÍSTICAS DE LA SOCIEDAD ACTUAL | 5784 | 2.2% |
| ACTIVIDADES CULTURALES Y DEPORTIVAS | 4492 | 1.7% |
| CONTABILIDAD I | 4303 | 1.7% |
| MATEMÁTICAS I | 4213 | 1.6% |
| CONTABILIDAD II | 3803 | 1.5% |
| ADMINISTRACIÓN I | 3719 | 1.4% |
| MATEMÁTICAS II | 3710 | 1.4% |
| Other values (1098) | 209424 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| de | 79220 | 9.0% |
| i | 47089 | 5.3% |
| y | 45501 | 5.2% |
| enfermería | 38447 | 4.4% |
| la | 35845 | 4.1% |
| ii | 32912 | 3.7% |
| administración | 28903 | 3.3% |
| en | 21674 | 2.5% |
| contabilidad | 19194 | 2.2% |
| a | 16524 | 1.9% |
| Other values (836) | 516535 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.306927276 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 49422 |
| Zeros (%) | 19.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.676777572 |
|---|---|
| Coefficient of variation (CV) | 0.7268445735 |
| Kurtosis | -0.9409123765 |
| Mean | 2.306927276 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2294248676 |
| Sum | 594975 |
| Variance | 2.811583027 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 3 | 64905 | |
| 0 | 49422 | |
| 2 | 46801 | |
| 1 | 41318 | |
| 5 | 37288 | |
| 4 | 15072 | 5.8% |
| 6 | 3102 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 49422 | |
| 1 | 41318 | |
| 2 | 46801 | |
| 3 | 64905 | |
| 4 | 15072 | 5.8% |
| 5 | 37288 | |
| 6 | 3102 | 1.2% |
| Value | Count | Frequency (%) |
| 6 | 3102 | 1.2% |
| 5 | 37288 | |
| 4 | 15072 | 5.8% |
| 3 | 64905 | |
| 2 | 46801 | |
| 1 | 41318 | |
| 0 | 49422 |
HORAS LABORATORIO
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.618445337 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 64815 |
| Zeros (%) | 25.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.191691074 |
|---|---|
| Coefficient of variation (CV) | 1.21892599 |
| Kurtosis | 11.54920316 |
| Mean | 2.618445337 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.092055788 |
| Sum | 675318 |
| Variance | 10.18689191 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 3 | 69006 | |
| 0 | 64815 | |
| 2 | 62805 | |
| 4 | 24401 | 9.5% |
| 1 | 17732 | 6.9% |
| 15 | 3689 | 1.4% |
| 10 | 2989 | 1.2% |
| 8 | 2957 | 1.1% |
| 12 | 2679 | 1.0% |
| 5 | 2227 | 0.9% |
| Other values (6) | 4608 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 64815 | |
| 1 | 17732 | 6.9% |
| 2 | 62805 | |
| 3 | 69006 | |
| 4 | 24401 | 9.5% |
| 5 | 2227 | 0.9% |
| 6 | 907 | 0.4% |
| 7 | 28 | < 0.1% |
| 8 | 2957 | 1.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1753 | |
| 19 | 4 | < 0.1% |
| 18 | 1908 | |
| 15 | 3689 | |
| 12 | 2679 | |
| 10 | 2989 | |
| 9 | 8 | < 0.1% |
| 8 | 2957 | |
| 7 | 28 | < 0.1% |
| 6 | 907 | 0.4% |
TIPO INSCRIPCION
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| I | |
|---|---|
| F | 9787 |
| A | 7462 |
| C | 6065 |
| DP | 1152 |
| Other values (6) | 1998 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.007192487 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | CP |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| I | 231444 | |
| F | 9787 | 3.8% |
| A | 7462 | 2.9% |
| C | 6065 | 2.4% |
| DP | 1152 | 0.4% |
| E | 918 | 0.4% |
| CP | 516 | 0.2% |
| M | 315 | 0.1% |
| EP | 186 | 0.1% |
| P | 62 | < 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| i | 231444 | |
| f | 9787 | 3.8% |
| a | 7462 | 2.9% |
| c | 6065 | 2.4% |
| dp | 1152 | 0.4% |
| e | 918 | 0.4% |
| cp | 516 | 0.2% |
| m | 315 | 0.1% |
| ep | 186 | 0.1% |
| p | 62 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| A | |
|---|---|
| R | |
| BV | 17060 |
| C | 15350 |
| BE | 1049 |
| Other values (4) | 1105 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.078357399 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 197722 | |
| R | 25622 | 9.9% |
| BV | 17060 | 6.6% |
| C | 15350 | 6.0% |
| BE | 1049 | 0.4% |
| B74 | 621 | 0.2% |
| B38 | 365 | 0.1% |
| BG | 110 | < 0.1% |
| B6B | 9 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| a | 197722 | |
| r | 25622 | 9.9% |
| bv | 17060 | 6.6% |
| c | 15350 | 6.0% |
| be | 1049 | 0.4% |
| b74 | 621 | 0.2% |
| b38 | 365 | 0.1% |
| bg | 110 | < 0.1% |
| b6b | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.78413233 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 45729 |
| Zeros (%) | 17.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 50 |
| median | 80 |
| Q3 | 92 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 35.16977962 |
|---|---|
| Coefficient of variation (CV) | 0.5346240556 |
| Kurtosis | -0.4872278837 |
| Mean | 65.78413233 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -1.004226813 |
| Sum | 16966254 |
| Variance | 1236.913398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 45729 | |
| 100 | 32482 | 12.6% |
| 90 | 19212 | 7.4% |
| 80 | 14935 | 5.8% |
| 95 | 12534 | 4.9% |
| 85 | 11456 | 4.4% |
| 50 | 9991 | 3.9% |
| 70 | 8949 | 3.5% |
| 60 | 7863 | 3.0% |
| 75 | 7156 | 2.8% |
| Other values (91) | 87601 |
| Value | Count | Frequency (%) |
| 0 | 45729 | |
| 1 | 357 | 0.1% |
| 2 | 677 | 0.3% |
| 3 | 416 | 0.2% |
| 4 | 39 | < 0.1% |
| 5 | 62 | < 0.1% |
| 6 | 55 | < 0.1% |
| 7 | 39 | < 0.1% |
| 8 | 66 | < 0.1% |
| 9 | 49 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 32482 | |
| 99 | 735 | 0.3% |
| 98 | 3539 | 1.4% |
| 97 | 2648 | 1.0% |
| 96 | 3059 | 1.2% |
| 95 | 12534 | 4.9% |
| 94 | 3155 | 1.2% |
| 93 | 3617 | 1.4% |
| 92 | 4240 | 1.6% |
| 91 | 2740 | 1.1% |
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.502403958 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 251653 |
| Zeros (%) | 97.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.861774961 |
|---|---|
| Coefficient of variation (CV) | 6.563996925 |
| Kurtosis | 45.73823747 |
| Mean | 1.502403958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.752553957 |
| Sum | 387482 |
| Variance | 97.25460538 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 251653 | |
| 60 | 1526 | 0.6% |
| 50 | 768 | 0.3% |
| 70 | 582 | 0.2% |
| 80 | 382 | 0.1% |
| 65 | 374 | 0.1% |
| 75 | 282 | 0.1% |
| 55 | 243 | 0.1% |
| 40 | 171 | 0.1% |
| 90 | 151 | 0.1% |
| Other values (89) | 1776 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 251653 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 97 | |
| 99 | 5 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 5 | < 0.1% |
| 95 | 43 | |
| 94 | 6 | < 0.1% |
| 93 | 12 | < 0.1% |
| 92 | 11 | < 0.1% |
| 91 | 5 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9741458194 |
| Minimum | -1 |
|---|---|
| Maximum | 5 |
| Zeros | 28204 |
| Zeros (%) | 10.9% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4676924501 |
|---|---|
| Coefficient of variation (CV) | 0.480105176 |
| Kurtosis | 5.065494305 |
| Mean | 0.9741458194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6905712267 |
| Sum | 251240 |
| Variance | 0.2187362279 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 211567 | |
| 0 | 28204 | 10.9% |
| 2 | 14731 | 5.7% |
| 3 | 3399 | 1.3% |
| -1 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 3 | < 0.1% |
| 0 | 28204 | 10.9% |
| 1 | 211567 | |
| 2 | 14731 | 5.7% |
| 3 | 3399 | 1.3% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 3399 | 1.3% |
| 2 | 14731 | 5.7% |
| 1 | 211567 | |
| 0 | 28204 | 10.9% |
| -1 | 3 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 6997 |
| 3 | 1398 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 216349 | |
| 1 | 33163 | 12.9% |
| 2 | 6997 | 2.7% |
| 3 | 1398 | 0.5% |
| 4 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 216349 | |
| 1 | 33163 | 12.9% |
| 2 | 6997 | 2.7% |
| 3 | 1398 | 0.5% |
| 4 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 3409 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 229848 | |
| 1 | 24651 | 9.6% |
| 2 | 3409 | 1.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 229848 | |
| 1 | 24651 | 9.6% |
| 2 | 3409 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2153.751237 |
| Minimum | 2092 |
|---|---|
| Maximum | 2212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 2092 |
|---|---|
| 5-th percentile | 2101 |
| Q1 | 2121 |
| median | 2152 |
| Q3 | 2191 |
| 95-th percentile | 2211 |
| Maximum | 2212 |
| Range | 120 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 37.10267215 |
|---|---|
| Coefficient of variation (CV) | 0.01722699981 |
| Kurtosis | -1.257760281 |
| Mean | 2153.751237 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.02176557996 |
| Sum | 555469674 |
| Variance | 1376.608281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 2202 | 12639 | 4.9% |
| 2102 | 12464 | 4.8% |
| 2212 | 12338 | 4.8% |
| 2112 | 12081 | 4.7% |
| 2211 | 11446 | 4.4% |
| 2122 | 11067 | 4.3% |
| 2092 | 10913 | 4.2% |
| 2192 | 10802 | 4.2% |
| 2121 | 10778 | 4.2% |
| 2142 | 10512 | 4.1% |
| Other values (15) | 142868 |
| Value | Count | Frequency (%) |
| 2092 | 10913 | |
| 2101 | 9143 | |
| 2102 | 12464 | |
| 2111 | 9910 | |
| 2112 | 12081 | |
| 2121 | 10778 | |
| 2122 | 11067 | |
| 2131 | 10361 | |
| 2132 | 10363 | |
| 2141 | 8823 |
| Value | Count | Frequency (%) |
| 2212 | 12338 | |
| 2211 | 11446 | |
| 2202 | 12639 | |
| 2201 | 9401 | |
| 2192 | 10802 | |
| 2191 | 8838 | |
| 2182 | 10005 | |
| 2181 | 8811 | |
| 2172 | 9842 | |
| 2171 | 8892 |
| Distinct | 2076 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20887.66259 |
| Minimum | 0 |
|---|---|
| Maximum | 97244 |
| Zeros | 47427 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15981 |
| median | 24342 |
| Q3 | 29286 |
| 95-th percentile | 32239 |
| Maximum | 97244 |
| Range | 97244 |
| Interquartile range (IQR) | 13305 |
Descriptive statistics
| Standard deviation | 11427.6444 |
|---|---|
| Coefficient of variation (CV) | 0.5471002013 |
| Kurtosis | 0.3171627595 |
| Mean | 20887.66259 |
| Median Absolute Deviation (MAD) | 5283 |
| Skewness | -0.7968120508 |
| Sum | 5387095282 |
| Variance | 130591056.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 47427 | 18.4% |
| 23908 | 3454 | 1.3% |
| 22223 | 2832 | 1.1% |
| 24341 | 2828 | 1.1% |
| 8945 | 2222 | 0.9% |
| 23674 | 2189 | 0.8% |
| 11705 | 1992 | 0.8% |
| 27720 | 1894 | 0.7% |
| 26838 | 1872 | 0.7% |
| 29868 | 1844 | 0.7% |
| Other values (2066) | 189354 |
| Value | Count | Frequency (%) |
| 0 | 47427 | |
| 5130 | 357 | 0.1% |
| 5230 | 556 | 0.2% |
| 5290 | 7 | < 0.1% |
| 5300 | 6 | < 0.1% |
| 5310 | 5 | < 0.1% |
| 5322 | 577 | 0.2% |
| 5340 | 8 | < 0.1% |
| 5344 | 75 | < 0.1% |
| 5521 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 97244 | 103 | |
| 97104 | 2 | < 0.1% |
| 97015 | 6 | < 0.1% |
| 96591 | 7 | < 0.1% |
| 81934 | 6 | < 0.1% |
| 80066 | 2 | < 0.1% |
| 80012 | 6 | < 0.1% |
| 80002 | 6 | < 0.1% |
| 34956 | 1 | < 0.1% |
| 34937 | 2 | < 0.1% |
CLAVE MAESTRO2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2107 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22718.81773 |
| Minimum | 0 |
|---|---|
| Maximum | 97244 |
| Zeros | 31249 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21723 |
| median | 25715 |
| Q3 | 29868 |
| 95-th percentile | 33003 |
| Maximum | 97244 |
| Range | 97244 |
| Interquartile range (IQR) | 8145 |
Descriptive statistics
| Standard deviation | 10282.01211 |
|---|---|
| Coefficient of variation (CV) | 0.4525769007 |
| Kurtosis | 1.580645605 |
| Mean | 22718.81773 |
| Median Absolute Deviation (MAD) | 4152 |
| Skewness | -1.052909237 |
| Sum | 5859364842 |
| Variance | 105719773.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31249 | 12.1% |
| 23908 | 3722 | 1.4% |
| 22223 | 3347 | 1.3% |
| 24341 | 3182 | 1.2% |
| 8945 | 2622 | 1.0% |
| 23674 | 2246 | 0.9% |
| 29868 | 2216 | 0.9% |
| 27720 | 2066 | 0.8% |
| 11705 | 2058 | 0.8% |
| 26838 | 2007 | 0.8% |
| Other values (2097) | 203193 |
| Value | Count | Frequency (%) |
| 0 | 31249 | |
| 5130 | 370 | 0.1% |
| 5230 | 561 | 0.2% |
| 5290 | 5 | < 0.1% |
| 5300 | 4 | < 0.1% |
| 5310 | 3 | < 0.1% |
| 5322 | 687 | 0.3% |
| 5340 | 4 | < 0.1% |
| 5344 | 16 | < 0.1% |
| 5521 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 97244 | 103 | |
| 97104 | 1 | < 0.1% |
| 97015 | 5 | < 0.1% |
| 96591 | 7 | < 0.1% |
| 81934 | 3 | < 0.1% |
| 80066 | 2 | < 0.1% |
| 80015 | 2 | < 0.1% |
| 80012 | 5 | < 0.1% |
| 80002 | 3 | < 0.1% |
| 35191 | 80 |
FECHA CAPTURA
Date
| Distinct | 2913 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| Minimum | 2009-08-11 00:00:00 |
|---|---|
| Maximum | 2021-11-19 00:00:00 |
Histogram with fixed size bins (bins=50)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 847.9993292 |
| Minimum | 1 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 1000 |
| median | 1000 |
| Q3 | 1000 |
| 95-th percentile | 1000 |
| Maximum | 1000 |
| Range | 999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 357.5095189 |
|---|---|
| Coefficient of variation (CV) | 0.4215917472 |
| Kurtosis | 1.713512555 |
| Mean | 847.9993292 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.926969976 |
| Sum | 218705811 |
| Variance | 127813.0561 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1000 | 218423 | |
| 4 | 25400 | 9.8% |
| 16 | 9856 | 3.8% |
| 1 | 2053 | 0.8% |
| 7 | 643 | 0.2% |
| 2 | 542 | 0.2% |
| 24 | 328 | 0.1% |
| 9 | 267 | 0.1% |
| 13 | 238 | 0.1% |
| 11 | 103 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2053 | 0.8% |
| 2 | 542 | 0.2% |
| 4 | 25400 | |
| 7 | 643 | 0.2% |
| 9 | 267 | 0.1% |
| 11 | 103 | < 0.1% |
| 13 | 238 | 0.1% |
| 16 | 9856 | 3.8% |
| 24 | 328 | 0.1% |
| 25 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 218423 | |
| 25 | 55 | < 0.1% |
| 24 | 328 | 0.1% |
| 16 | 9856 | 3.8% |
| 13 | 238 | 0.1% |
| 11 | 103 | < 0.1% |
| 9 | 267 | 0.1% |
| 7 | 643 | 0.2% |
| 4 | 25400 | 9.8% |
| 2 | 542 | 0.2% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| df_index | DIVISION | NOMBRE DEPARTAMENTO | EXPEDIENTE | PROGRAMA | PLAN | CREDITOS PASANTE | ESTATUS | TIPO | AVANCE | KARDEX | PERIODO | INICIO | ULTIMO CICLO | MATERIA | NOMBRE MATERIA | HORAS TEORIA | HORAS LABORATORIO | GRUPO | TIPO INSCRIPCION | ESTATUS MATERIA | CALIFICACION ORDINARIO | CALIFICACION EXTRAORDINARIO | NUMERO INSCRIPCIONES | NUMERO REP | NUMERO BAJAS | CICLO MATERIA | CLAVE MAESTRO | CLAVE MAESTRO2 | FECHA CAPTURA | TIPO MOVIMIENTO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 7457 | METODOLOGÍA DE LA INVESTIGACIÓN | 1 | 3 | 0 | CP | A | 85 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 1 | 1 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6987 | PRINCIPIOS DE DERECHO | 5 | 0 | 0 | C | A | 62 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 2 | 2 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6981 | CONTABILIDAD I | 2 | 3 | 0 | C | A | 61 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 3 | 3 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6999 | ADMINISTRACIÓN I | 5 | 0 | 0 | C | A | 79 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 4 | 4 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6980 | MATEMÁTICAS I | 3 | 2 | 0 | C | A | 81 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 5 | 5 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6986 | MICROECONOMÍA I | 5 | 0 | 0 | C | A | 80 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 6 | 6 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 7430 | CONTABILIDAD III | 1 | 4 | 0 | C | A | 70 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 7 | 7 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6997 | MACROECONOMÍA I | 5 | 0 | 0 | C | A | 65 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 8 | 8 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 7436 | CALIDAD EN LAS ORGANIZACIONES | 2 | 1 | 0 | CP | A | 90 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
| 9 | 9 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 7921124 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | I40 | R | 85 | 72.818 | 0.0 | 792 | 2132 | 6985 | CONTABILIDAD II | 1 | 4 | 0 | C | A | 60 | 0 | 0 | 0 | 0 | 2131 | 0 | 0 | 2013-04-29 | 1000 |
Last rows
| df_index | DIVISION | NOMBRE DEPARTAMENTO | EXPEDIENTE | PROGRAMA | PLAN | CREDITOS PASANTE | ESTATUS | TIPO | AVANCE | KARDEX | PERIODO | INICIO | ULTIMO CICLO | MATERIA | NOMBRE MATERIA | HORAS TEORIA | HORAS LABORATORIO | GRUPO | TIPO INSCRIPCION | ESTATUS MATERIA | CALIFICACION ORDINARIO | CALIFICACION EXTRAORDINARIO | NUMERO INSCRIPCIONES | NUMERO REP | NUMERO BAJAS | CICLO MATERIA | CLAVE MAESTRO | CLAVE MAESTRO2 | FECHA CAPTURA | TIPO MOVIMIENTO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 257898 | 39583 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221216137 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 124 | ÉTICA Y DESARROLLO PROFESIONAL | 0 | 3 | 32 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 21407 | 2021-05-24 | 2 |
| 257899 | 39584 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221216137 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 6980 | MATEMÁTICAS I | 3 | 2 | 9 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 25264 | 2021-05-24 | 2 |
| 257900 | 39585 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221216137 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 6981 | CONTABILIDAD I | 2 | 3 | 6 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 18580 | 2021-05-24 | 2 |
| 257901 | 39586 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221216137 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 6987 | PRINCIPIOS DE DERECHO | 5 | 0 | 6 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 28148 | 2021-05-24 | 2 |
| 257902 | 39587 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221216137 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 6999 | ADMINISTRACIÓN I | 5 | 0 | 7 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 27708 | 2021-05-24 | 2 |
| 257903 | 39588 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221218316 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 12 | 91.75 | 0.0 | 2212 | 0 | 121 | CARACTERÍSTICAS DE LA SOCIEDAD ACTUAL | 0 | 3 | 32 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 22798 | 2021-05-20 | 7 |
| 257904 | 39589 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221218316 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 12 | 91.75 | 0.0 | 2212 | 0 | 121 | CARACTERÍSTICAS DE LA SOCIEDAD ACTUAL | 0 | 3 | 0 | CP | A | 92 | 0 | 1 | 0 | 0 | 2212 | 0 | 0 | 2021-08-31 | 7 |
| 257905 | 39590 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221218316 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 12 | 91.75 | 0.0 | 2212 | 0 | 124 | ÉTICA Y DESARROLLO PROFESIONAL | 0 | 3 | 27 | I | C | 0 | 0 | 1 | 0 | 0 | 2212 | 0 | 28148 | 2021-05-20 | 7 |
| 257906 | 39591 | DIVISIÓN DE CIENCIAS ECONÓMICAS Y ADMINISTRATIVAS | DEPARTAMENTO DE ADMINISTRACIÓN | 221218316 | LICENCIATURA EN ADMINISTRACIÓN | 2042 | 373 | A | R | 12 | 91.75 | 0.0 | 2212 | 0 | 124 | ÉTICA Y DESARROLLO PROFESIONAL | 0 | 3 | 0 | CP | A | 90 | 0 | 1 | 0 | 0 | 2212 | 0 | 0 | 2021-08-31 | 7 |
| 257907 | 39592 | DIVISIÓN DE CIENCIAS BIOLÓGICAS Y DE LA SALUD | DEPARTAMENTO DE ENFERMERÍA | 221230231 | LICENCIATURA EN ENFERMERÍA | 2172 | 398 | A | R | 0 | 0.00 | 0.0 | 2212 | 0 | 3945 | SOCIOLOGÍA Y SALUD | 2 | 1 | 1 | A | BE | 0 | 0 | 0 | 0 | 0 | 2212 | 0 | 24342 | 2021-08-24 | 1 |